{"id":13461829,"url":"https://github.com/pingcap/ossinsight","last_synced_at":"2025-05-14T03:07:19.324Z","repository":{"id":36951602,"uuid":"449649595","full_name":"pingcap/ossinsight","owner":"pingcap","description":"Analysis, Comparison, Trends, Rankings of Open Source Software, you can also get insight from more than 7 billion with natural language (powered by OpenAI). Follow us on Twitter: https://twitter.com/ossinsight","archived":false,"fork":false,"pushed_at":"2024-11-29T04:47:50.000Z","size":656839,"stargazers_count":1843,"open_issues_count":70,"forks_count":341,"subscribers_count":20,"default_branch":"main","last_synced_at":"2024-12-18T16:35:17.340Z","etag":null,"topics":["aisql","analytics","chat2query","demo","github","htap","insight","openai","oss","realtime","text2sql"],"latest_commit_sha":null,"homepage":"https://ossinsight.io/","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/pingcap.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-01-19T10:41:15.000Z","updated_at":"2024-12-18T06:22:24.000Z","dependencies_parsed_at":"2024-06-20T18:11:45.805Z","dependency_job_id":"81460f3c-6542-4615-832b-63cb2481b1a7","html_url":"https://github.com/pingcap/ossinsight","commit_stats":{"total_commits":2382,"total_committers":170,"mean_commits":"14.011764705882353","dds":0.7678421494542401,"last_synced_commit":"6021667c2c675f822be785c2ce86161f3b966020"},"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pingcap%2Fossinsight","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pingcap%2Fossinsight/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pingcap%2Fossinsight/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pingcap%2Fossinsight/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pingcap","download_url":"https://codeload.github.com/pingcap/ossinsight/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248281393,"owners_count":21077423,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["aisql","analytics","chat2query","demo","github","htap","insight","openai","oss","realtime","text2sql"],"created_at":"2024-07-31T11:00:59.010Z","updated_at":"2025-04-10T19:28:22.373Z","avatar_url":"https://github.com/pingcap.png","language":"TypeScript","readme":"\u003ch1 align=\"center\"\u003eOpen Source Software Insight!\u003c/h1\u003e\n\n\u003cdiv align=\"center\"\u003e\n\u003ca href=\"https://ossinsight.io\"\u003e\n  \u003cimg src=\"/web/static/img/screenshots/homepage.gif\"\n\u003c/a\u003e\n\u003c/div\u003e\n\n\u003ch4 align=\"center\"\u003e\n  \u003cb\u003e\u003ca href=\"https://ossinsight.io/explore/\"\u003eData Explorer\u003c/a\u003e\u003c/b\u003e\n  •\n  \u003cb\u003e\u003ca href=\"https://ossinsight.io/collections/open-source-database\"\u003eRepo Rankings\u003c/a\u003e\u003c/b\u003e\n  •\n  \u003cb\u003e\u003ca href=\"https://ossinsight.io/analyze/Ovilia\"\u003eDeveloper Analytics\u003c/a\u003e\u003c/b\u003e\n  •\n  \u003ca href=\"https://ossinsight.io/analyze/pingcap/tidb\"\u003eRepo Analytics\u003c/a\u003e\n  •\n  \u003ca href=\"https://ossinsight.io/collections/open-source-database\"\u003eCollections\u003c/a\u003e\n  •\n  \u003ca href=\"https://ossinsight.io/docs/workshop\"\u003eWorkshop\u003c/a\u003e\n  •\n  \u003ca href=\"https://ossinsight.io/blog\"\u003eBlog\u003c/a\u003e\n  •\n  \u003ca href=\"https://ossinsight.io/docs\"\u003eAPI\u003c/a\u003e\n  •\n  \u003ca href=\"https://twitter.com/OSSInsight\"\u003eTwitter\u003c/a\u003e\n\u003c/h3\u003e\n\n## Introduction\n\nOSS Insight is a powerful tool that provides comprehensive, valuable, and trending insights into the open source world by analyzing 8+ billion rows of GitHub events data.\n\nOSS Insight's \u003ca href=\"https://ossinsight.io/explore/\"\u003eData Explorer\u003c/a\u003e provides a new way to explore GitHub data. Simply ask your question in natural language and Data Explorer will generate SQL, query the data, and present the results visually.\n\nOSS Insight also provides in-depth analysis of individual GitHub repositories and developers, as well as the ability to compare two repositories using the same metrics.\n  \n[🎦 Video - OSS Insight: Easiest New Way to Analyze Open Source Software](https://www.youtube.com/watch?v=6ofDBgXh4So\u0026t=1s)\n\n### **Feature 0: Shareable Insight Widgets**\n\n| Repository Activity Trends | Collaborative Productivity - Last 28 days |\n| ----------- | ----------- |\n|\u003cimg src=\"https://next.ossinsight.io/widgets/official/compose-activity-trends/thumbnail.png?repo_id=41986369\u0026image_size=auto\" /\u003e|\u003cimg src=\"https://next.ossinsight.io/widgets/official/compose-last-28-days-collaborative-productivity/thumbnail.png?repo_id=41986369\u0026image_size=auto\" /\u003e|\n\n| Repository Performance Stats - Last 28 days | Active Contributors - Last 28 days |\n| ----------- | ----------- |\n|\u003cimg src=\"https://next.ossinsight.io/widgets/official/compose-last-28-days-stats/thumbnail.png?repo_id=41986369\u0026image_size=auto\" /\u003e|\u003cimg src=\"https://next.ossinsight.io/widgets/official/compose-recent-active-contributors/thumbnail.png?repo_id=41986369\u0026limit=100\u0026image_size=auto\"/\u003e|\n\n| Star Geographic Distribution | Star History |\n| ----------- | ----------- |\n|\u003cimg src=\"https://next.ossinsight.io/widgets/official/analyze-repo-stars-map/thumbnail.png?activity=stars\u0026repo_id=41986369\u0026image_size=auto\" /\u003e|\u003cimg src=\"https://next.ossinsight.io/widgets/official/analyze-repo-stars-history/thumbnail.png?repo_id=41986369\u0026image_size=auto\" /\u003e|\n\nFor more charming widgets, please [Check it out 👉](https://next.ossinsight.io/widgets?utm_source=github\u0026utm_medium=referral)\n\n### **Feature 1: GPT-Powered Data Exploration**\n  \nData Explorer provides a new way to discover trends and insights into 5+ billion rows of GitHub data.\n\nSimply ask your question in natural language and Data Explorer will generate SQL, query the data, and present the results visually. It's built with \u003ca href=\"https://tidbcloud.com/channel/?utm_source=ossinsight\u0026utm_medium=community\u0026utm_campaign=chat2query_202301\u0026utm_content=github_readme\"\u003eChat2Query\u003c/a\u003e, a GPT-powered SQL generator in TiDB Cloud. \n\nExamples:\n\n* [Projects similar to @facebook/react](https://ossinsight.io/explore?id=ba186a53-b2ab-4cad-a46f-e2c36566cacd)\n* [The most interesting Web3 projects](https://ossinsight.io/explore?id=f829026d-491c-44e0-937a-287f97a3cba7)\n* [Where are @kubernetes/kubernetes contributors from?](https://ossinsight.io/explore?id=754a681e-913f-4333-b55d-dbd8598bd84d)\n* [More popular questions](https://ossinsight.io/explore/)\n\n[🎦 Video - Data Explorer: Discover insights in GitHub data with GPT-generated SQL](https://www.youtube.com/watch?v=rZZfgOJ-quI)\n\n### **Feature 2: Technical Fields Analytics 👁️**\n\n* **GitHub Collections Analysis**\n  \n  Find insights about the monthly or historical rankings and trends in technical fields with curated repository lists.\n\n\u003cdiv align=\"center\"\u003e\n  \u003ca href=\"https://en.pingcap.com/tidb-cloud/?utm_source=ossinsight\u0026utm_medium=referral\"\u003e\n     \u003cimg src=\"/web/static/img/screenshots/homepage-collection.png\" alt=\"GitHub Collections Analytics\" height=\"500\" /\u003e\n  \u003c/a\u003e\n\u003c/div\u003e\n\n\n  **Examples**:\n  \n  * [Collection: Web Framework](https://ossinsight.io/collections/web-framework)\n  * [Collection: Artificial Intelligence](https://ossinsight.io/collections/artificial-intelligence)\n  * [Collection: Web3](https://ossinsight.io/collections/web3)\n  * [More](https://ossinsight.io/collections/open-source-database) ...\n\n  **Welcome to add collections**\n\n  👏 We welcome your contributions here! You can add a collection on our website by submitting PRs. Please create a `.yml` file under [the collections file path]( https://github.com/pingcap/ossinsight/tree/main/configs/collections).\n\n  [Here](https://github.com/pingcap/ossinsight/blob/main/CONTRIBUTING.md#add-a-collection) is a file template that describes what you need to include. We look forward to your PRs！\n\n* **Deep Insight into some popular fields of technology**\n  \n  Share with you many deep insights into some popular fields of technology, such as open source Databases, JavaScript Framework, Low-code Development Tools and so on.\n\n   **Examples**:\n  * [Deep Insight Into Open Source Databases](https://ossinsight.io/blog/deep-insight-into-open-source-databases)\n  * [JavaScript Framework Repos Landscape 2021](https://ossinsight.io/blog/deep-insight-into-js-framework-2021)\n  * [Web Framework Repos Landscape 2021](https://ossinsight.io/blog/deep-insight-into-web-framework-2021)\n  * [More](https://ossinsight.io/blog) ...\n  \n  We’ll also share the SQL commands that generate all these analytical results above each chart, so you can use them on your own on TiDB Cloud following this [10-minute tutorial](https://ossinsight.io/blog/try-it-yourself/).\n\n### **Feature 3: Developer Analytics**\n\nInsights about **developer productivity**, **work cadence**, and **collaboration** from developers' contribution behavior.\n\n* **Basic**:\n  * Stars, behavior, most used languages，and contribution trends\n  * Code (commits, pull requests, pull request size and code line changes), code reviews, and issues\n* **Advanced**:\n  * Contribution time distribution for all kind of contribution activities\n  * Monthly stats about contribution activities in all public repositories\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"/web/static/img/screenshots/homepage-developer.png\" alt=\"Developer Analytics\" height=\"500\" /\u003e\n\u003c/div\u003e\n\n### **Feature 4: Repository Analytics**\n\nInsights about the **code update frequency \u0026 degree of popularity** from repositories' status.\n\n* **Basic**:\n  * Stars, forks, issues, commits, pull requests, contributors, programming languages, and lines of code modified\n  * Historical trends of these metrics\n  * Time cost of issues, pull requests\n* **Advanced**:\n  * Geographical distribution of stargazers, issue creators, and pull request creators\n  * Company distribution of stargazers, issue creators, and pull request creators\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"/web/static/img/screenshots/homepage-repository.png\" alt=\"Repository Analytics\" height=\"500\" /\u003e\n\u003c/div\u003e\n\n**Examples**:\n\n* [React](https://ossinsight.io/analyze/facebook/react)\n* [TiDB](https://ossinsight.io/analyze/pingcap/tidb)\n* [web3.js](https://ossinsight.io/analyze/web3/web3.js)\n* [Ant Design](https://ossinsight.io/analyze/ant-design/ant-design)\n* [Chaos Mesh](https://ossinsight.io/analyze/chaos-mesh/chaos-mesh)\n\n### **Feature 5: Compare Projects 🔨**\n\nCompare two projects using the repo metrics mentioned in **Repository Analytics**.\n\n**Examples**:\n* [Compare Vue and React](https://ossinsight.io/analyze/vuejs/vue?vs=facebook/react)\n* [Compare CockroachDB and TiDB](https://ossinsight.io/analyze/pingcap/tidb?vs=cockroachdb/cockroach)\n* [Compare PyTorch and TensorFlow](https://ossinsight.io/analyze/pytorch/pytorch?vs=tensorflow/tensorflow)\n  \n## Contribution\n\nWe've released OSS Insight because it can do more insights about GitHub.We hope that others can benefit from the project. You are more than welcome to participate in capacity building. We are thankful for any [contributions](https://github.com/pingcap/ossinsight/blob/main/CONTRIBUTING.md) from the community.\n\n* [GitHub Discussion](https://github.com/pingcap/ossinsight/discussions). Best for: help with building, discussion about OSS Insight best practices.\n* [GitHub Issues](https://github.com/pingcap/ossinsight/issues). Best for: bugs and errors you encounter using OSS Insight.\n* [GitHub PR](https://github.com/pingcap/ossinsight/pulls). Best for: pull request the features you wish for OSS Insight.\n  * [collection](https://github.com/pingcap/ossinsight/blob/main/CONTRIBUTING.md#add-a-collection) You can add a collection on our website.\n  * [blog](https://github.com/pingcap/ossinsight/blob/main/CONTRIBUTING.md#add-a-blog) You are welcome to share blogs about using OSS Insight.\n  * [fix](https://github.com/pingcap/ossinsight/blob/main/CONTRIBUTING.md#add-a-collection) You can make fixes to current issues.\n  * [feat](https://github.com/pingcap/ossinsight/blob/main/CONTRIBUTING.md#feature-requests) You are welcome to contribute if you have new feature ideas.\n\n## Contact\n\nWe have a few channels for contact:\n\n* [GitHub Discussions](https://github.com/pingcap/ossinsight/discussions): You can ask a question or discuss here.\n* [@OSS Insight](https://twitter.com/OSSInsight) on Twitter\n* [TiDB Community](https://ask.pingcap.com/): This is the place to discuss anything related to TiDB.\n* [mail](mailto:ossinsight@pingcap.com):If you want to analyze more, please [contact us](mailto:ossinsight@pingcap.com) ✉️\n\n## Development\n\n* [⚙️ Setup](https://github.com/pingcap/ossinsight/blob/main/CONTRIBUTING.md#development)\n* [💡 How to build your own insight tool](https://ossinsight.io/docs/workshop/mini-ossinsight/introduction)\n\n## Sponsors\n\n\u003cdiv align=\"center\"\u003e\n  \u003ca href=\"https://en.pingcap.com/tidb-cloud/?utm_source=ossinsight\u0026utm_medium=referral\"\u003e\n    \u003cimg src=\"/web/static/img/tidb-cloud-logo-w.png\" height=50 /\u003e\n  \u003c/a\u003e\n\u003c/div\u003e\n","funding_links":[],"categories":["TypeScript","By Industry","NLP","By Language"],"sub_categories":["Data Science","TypeScript"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpingcap%2Fossinsight","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpingcap%2Fossinsight","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpingcap%2Fossinsight/lists"}